Karthik Gopalakrishnan

发表

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems

Dilek Z. Hakkani-Tür, Jack G. M. FitzGerald, Claudio Delli Bovi, 2022, KDD.

Analyzing the Limits of Self-Supervision in Handling Bias in Language

Dilek Z. Hakkani-Tür, Mohit Bansal, Spandana Gella, 2021, EMNLP.

Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation

Dilek Z. Hakkani-Tür, Xiang Ren, J. Pujara, 2021, ACL.

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Gerard de Melo, Andrew M. Dai, Christopher D. Manning, 2022, ArXiv.

Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale

D. Roth, Katrin Kirchhoff, Saket Dingliwal, 2022, ArXiv.

Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems

Dilek Z. Hakkani-Tür, Seokhwan Kim, Behnam Hedayatnia, 2020, ArXiv.

“How Robust R U?”: Evaluating Task-Oriented Dialogue Systems on Spoken Conversations pdf

Dilek Z. Hakkani-Tür, Alexandros Papangelis, Karthik Gopalakrishnan, 2021, 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study pdf

Dilek Z. Hakkani-Tür, Yang Liu, Karthik Gopalakrishnan, 2020, INTERSPEECH.

VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator

Dilek Z. Hakkani-Tür, Devi Parikh, Robinson Piramuthu, 2021, FINDINGS.

Commonsense-Focused Dialogues for Response Generation: An Empirical Study pdf

Dilek Z. Hakkani-Tür, Jay Pujara, Karthik Gopalakrishnan, 2021, SIGDIAL.

Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations

Dilek Z. Hakkani-Tür, Karthik Gopalakrishnan, Dilek Hakkani-Tur, 2019, INTERSPEECH.

Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks

Dilek Z. Hakkani-Tür, Yang Liu, Ting-Yun Chang, 2020, DEELIO.

Think Before You Speak: Using Self-talk to Generate Implicit Commonsense Knowledge for Response Generation pdf

Dilek Z. Hakkani-Tür, Jay Pujara, Karthik Gopalakrishnan, 2021, ArXiv.

Generative Conversational Networks

Dilek Z. Hakkani-Tür, Gokhan Tur, Alexandros Papangelis, 2021, SIGDIAL.

Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access pdf

Dilek Z. Hakkani-Tür, Yang Liu, Seokhwan Kim, 2020, SIGDIAL.

Overview of the Ninth Dialog System Technology Challenge: DSTC9 pdf

Dilek Z. Hakkani-Tür, Alborz Geramifard, Jianfeng Gao, 2020, ArXiv.

Multi-Sentence Knowledge Selection in Open-Domain Dialogue

Dilek Z. Hakkani-Tür, Mihail Eric, Karthik Gopalakrishnan, 2022, INLG.

Policy-Driven Neural Response Generation for Knowledge-Grounded Dialog Systems

Dilek Z. Hakkani-Tür, Yang Liu, Yang Liu, 2020, INLG.

Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize pdf

Dilek Z. Hakkani-Tür, Arindam Mandal, Yi Pan, 2018, ArXiv.

Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9

Dilek Z. Hakkani-Tür, Yang Liu, Karthik Gopalakrishnan, 2021, arXiv.org.

Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters

Saket Dingliwal, S. Bodapati, Karthik Gopalakrishnan, 2023, INTERSPEECH 2023.

Go Beyond Plain Fine-Tuning: Improving Pretrained Models for Social Commonsense

Dilek Z. Hakkani-Tür, Yang Liu, Ting-Yun Chang, 2021, 2021 IEEE Spoken Language Technology Workshop (SLT).